California Renewables Curtailment Study
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Updated
Mar 20, 2024 - Jupyter Notebook
California Renewables Curtailment Study
Free, open-source Python library for US ISO/RTO energy data (CAISO, ERCOT, MISO, NYISO, ISONE, SPP, PJM) - no API key required. Alternative to gridstatus.
Bayesian and statistical modeling of regional energy load using public ISO data. Explores seasonal patterns, cross-sectional hierarchies, and probabilistic forecasting across hourly and daily resolution.
Empirical measurement of the dispatchability premium — the dollar value markets pay for generators that can be turned on and off. CAISO DAM data, no funds, fully reproducible.
A dashboard displaying prices and prices spreads for Mid-Columbia and Northern California price nodes. Includes the ability to choose a time period within 2019-2021
AI audit system for CAISO day-ahead forecast reliability using DOE/EIA hourly grid data.
Research prototype for CAISO SP15/NP15 Day-Ahead price-intelligence interface design, vintage-correct methodology, and illustrative scenario visualization. No live forecasts or validated performance are included.
Real-time LMP prices across NYISO, PJM, CAISO, and SPP - Bloomberg terminal for energy
Free, open-source TypeScript/JavaScript client for US ISO/RTO energy data. No API key required.
Trust-first CAISO energy-market research API with official-source routing, provenance, and controlled web fallback.
Daily solar and wind curtailment across US ISOs - CAISO, ERCOT. Open source.
A script to pull Ancillary Service (AS) prices from the CAISO OASIS API. These are California electricity prices.
CAISO BESS arbitrage: LightGBM dispatch adds +$820K/yr (100 MW battery) over persistence on 1-year held-out test (81% of ceiling).
AI-powered CAISO congestion intelligence map with constraint/contingency visualization, source/sink logic, trader drivers, and outage-sensitivity explanations.
Live nodal LMP price map across US ISOs
Pay-per-call API for sub-hourly electricity grid mix, prices & emissions — settled in USDC on Base via x402. Live demo: grid402.climatebrain.xyz
Search generator interconnection queue projects across US ISOs/RTOs - the public list of power projects waiting to connect to the grid.
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